- Introduction to machine learning models
- Supervised models: Decision trees – CHAID
- Supervised models: Decision trees – C&R Tree
- Evaluation measures for supervised models
- Supervised models: Statistical models for continuous targets – Linear regression
- Supervised models: Statistical models for categorical targets – Logistic regression
- Supervised models: Black box models – Neural networks
- Supervised models: Black box models – Ensemble models
- Unsupervised models: K-Means and Kohonen
- Unsupervised models: TwoStep and Anomaly detection
- Association models: Apriori
- Association models: Sequence detection
- Preparing data for modeling
Introduction to Machine Learning Models Using IBM SPSS Modeler (V18.2) Schulung
Introduction to supervised - , unsupervised -, and association models.
This course provides an introduction to supervised models, unsupervised models, and association models. This is an application-oriented course and examples include predicting whether customers cancel their subscription, predicting property values, segment customers based on usage, and market basket analysis.
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Inhalte IBM SPSS Machine Learning Schulung
Wir schulen auch bei dir vor Ort!
Diese IBM SPSS Machine Learning Schulung führen wir auch bei dir im Unternehmen als individualisierte IBM SPSS Machine Learning-Firmenschulung durch.
Entscheidungshelfer IBM SPSS Machine Learning Schulung
Zielgruppe
- Data scientists
- Business analysts
- Clients who want to learn about machine learning models
Voraussetzungen
- Knowledge of your business requirements
Introduction to Machine Learning Models Using IBM SPSS Modeler (V18.2) Schulung
Introduction to supervised - , unsupervised -, and association models.
This course provides an introduction to supervised models, unsupervised models, and association models. This is an application-oriented course and examples include predicting whether customers cancel their subscription, predicting property values, segment customers based on usage, and market basket analysis.
Introduction to Machine Learning Models Using IBM SPSS Modeler (V18.2) Schulung
Kurs-ID:
6406
Hersteller-ID:
0A079G